TY - BOOK AU - Atienza Rowel TI - Advanced Deep Learning with TensorFlow 2 and Keras: : Apply DL, GANs, VAEs, deep RL, unsupervised learning, object detection and segmentation, and more SN - 9781838821654 U1 - 006.31 PY - 2020/// CY - Mumbai PB - Packet KW - Advanced Deep Learning with Keras KW - Deep Neural Networks KW - Autoencoders KW - Generative Adversarial Networks (GANs) KW - Variational Autoencoders (VAEs) KW - Deep Reinforcement Learning KW - Policy Gradient Methods KW - Object Detection KW - Semantic Segmentation KW - Unsupervised Learning Using Mutual Information N1 - 1 Introducing Advanced Deep Learning with Keras 2 Deep Neural Networks 3 Autoencoders 4 Generative Adversarial Networks (GANs) 5 Improved GANs 6 Disentangled Representation GANs 7 Cross-Domain GANs 8 Variational Autoencoders (VAEs) 9 Deep Reinforcement Learning 10 Policy Gradient Methods 11 Object Detection 12 Semantic Segmentation 13 Unsupervised Learning Using Mutual Information N2 - A second edition of the bestselling guide to exploring and mastering deep learning with Keras, updated to include TensorFlow 2.x with new chapters on object detection, semantic segmentation, and unsupervised learning using mutual information ER -